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pmaiml

@PMAIML

Pradeep K M

AI/ML Strategist | Data Science Architect | Facilitator with 16+ years of experi...
Bengaluru, India github.com/pradeepmav Joined October 2026
641 Points • 4 Badges • 1 Connections • 1 Followers • 4 Following
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About

AI/ML Strategist and Data Science Architect with 16+ years of experience delivering high-impact solutions across E-commerce, Retail, CPG, IIoT, BFSI, Health-care/Pharma and MELT do... Show more

Top Skills

Python • R • SQL and Julia; DataBricks • Ollama
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Experience

Experience Hidden

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Education

Hyderabad Central University

Doctorate, Finance
2003 - 2006

Google Scholar Link
https://scholar.google.com/citations?user=oi4t-8sAAAAJ&hl=en

Projects

Quick descriptive statistics for Polars DataFrames — exported to Excel in one call.

Visit Project open_in_new Jan 2009 - Present

Built for Machine Learning / Data Science workflows where you need a rapid, comprehensive statistical profile of every column: data type, missing values, distinct values, min/max, mean, median, mode, and missing percentage.

Language & Tools

Python, R, Julia and SQL. Data Bricks and Ollama

Currently Exploring

Decision Modelers

Achievements

? Focused on leveraging AI to drive quantifiable outcomes and enhance operational efficiency. ? Check out my PyPI package: check-the-data on PyPI

Fun Fact

⚡ Fun fact: Would like to spend lot of time as standup comedian at data science classrooms / presentations.

Random Dev Quote

? A Doctrate in Quantitative Finance (Equity Based Stock Derivatives) who loves data-driven analysis/approach always.

Latest Video

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Contributions
Joined: 1 day (since Oct 16)
Full Name: Pradeep K M
Headline: AI/ML Strategist | Data Science Architect | Facilitator with 16+ years of experience delivering high-impact solutions across E-commerce, Retail, CPG, IIoT, BFSI, Healthcare/Pharma and MELT domains.
About: AI/ML Strategist and Data Science Architect with 16+ years of experience delivering high-impact solutions across E-commerce, Retail, CPG, IIoT, BFSI, Health-care/Pharma and MELT domains. Experienced in Supervised, Unsupervised & Reinforcement Learning, Agentic AI, LLMs, Advanced Time-Series Forecasting, Supply-Chain Optimization, & Marketing Mix Modeling.

*Core strengths:*
• Translate complex business requirements into scalable AI/ML solution blueprints,covering use-case identification, RFPs, pre-sales, proof-of-value development, solution demonstrations, & production deployment.

• Design & deliver AI/ML, LLM, & Machine Learning Operations solutions that convert data into measurable business outcomes & support reliable, data driven decision-making.

• Establish & scale data science practices by mentoring junior & senior professionals,defining delivery standards, & developing repeatable processes for current & future engagements.

• Build & maintain production-grade machine learning systems, including model development, deployment, monitoring, automation, continuous improvement, & operational governance.
Location: Bengaluru, India
Website: www.github.com/pradeepmav
Languges & Tools: Python, R, Julia and SQL. Data Bricks and Ollama
Currently Exploring: Decision Modelers
Achievements: ? Focused on leveraging AI to drive quantifiable outcomes and enhance operational efficiency. ? Check out my PyPI package: check-the-data on PyPI
Fun Fact: ⚡ Fun fact: Would like to spend lot of time as standup comedian at data science classrooms / presentations.
Random Dev Quote: ? A Doctrate in Quantitative Finance (Equity Based Stock Derivatives) who loves data-driven analysis/approach always.
Latest Video: https://www.youtube.com/watch?v=hjnKvldk2nE
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